Spatial Forecast Verification

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Documentation for package ‘SpatialVx’ version 0.2-2

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A B C D E F G H I L M O P S T U V W

SpatialVx-package Spatial Forecast Verification

-- A --

aaft2d Create Surrogate Fields
abserrloss Loss functions for the spatial prediction comparison test (SPCT)
ACC S1 Score, Anomaly Correlation
ACC.default S1 Score, Anomaly Correlation
ACC.SpatialVx S1 Score, Anomaly Correlation
Aindex Area Index
Aindex.default Area Index
Aindex.SpatialVx Area Index
ampstats Forecast Quality Index

-- B --

bearing Bearing from One Spatial Location to Another

-- C --

centdist Centroid Distance Between Two Identified Objects
centmatch Merge and/or Match Identified Features Within Two Fields
ci.FeatureTable Feature-Based Contingency Table
Cindex Connectivity Index
Cindex.default Connectivity Index
Cindex.SpatialVx Connectivity Index
clusterer Cluster Analysis Verification
clusterer.default Cluster Analysis Verification
clusterer.SpatialVx Cluster Analysis Verification
combiner Combine Features/Matched Objects
compositer Create Composite Features
compositer.combined Create Composite Features
compositer.features Create Composite Features
compositer.matched Create Composite Features
convthresh Convolution Threshold Feature Identification
corrskill Loss functions for the spatial prediction comparison test (SPCT)
CSIsamples Forecast Verification with Cluster Analysis: The Variation
CSIsamples.default Forecast Verification with Cluster Analysis: The Variation
CSIsamples.SpatialVx Forecast Verification with Cluster Analysis: The Variation

-- D --

deltamm Merge and/or Match Identified Features Within Two Fields
disjointer Convolution Threshold Feature Identification
distill.FeatureComps Analyze Features of a Verification Set
distill.hiw Spatial Forecast Verification Shape Analysis
distmapfun Localization Performance Measures
distmaploss Loss functions for the spatial prediction comparison test (SPCT)
distob Localization Performance Measures

-- E --

EBS Elmore, Baldwin and Schultz Method for Field Significance for Spatial Bias Errors
ExampleSpatialVxSet Simulated Spatial Verification Set

-- F --

FeatureAxis Major and Minor Axes of a Feature
FeatureComps Analyze Features of a Verification Set
FeatureMatchAnalyzer Analyze Features of a Verification Set
FeatureMatchAnalyzer.matched.centmatch Analyze Features of a Verification Set
FeatureMatchAnalyzer.matched.deltamm Analyze Features of a Verification Set
FeatureProps Single Feature Properties
FeatureTable Feature-Based Contingency Table
fft2d Create Surrogate Fields
fisherz Monte Carlo Degrees of Freedom
fit.spatMLD Test for Equal Predictive Ability on Average Over a Regularly Gridded Space
FQI Forecast Quality Index
fss2dfun Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.
fss2dPlot Create Several Graphics for List Objects Returned from hoods2d
fuzzyjoint2dfun Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.

-- G --

GeoBoxPlot Geographic Box Plot
geom000 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
geom001 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
geom002 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
geom003 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
geom004 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
geom005 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
GFSNAMfcstEx Example Verification Set
GFSNAMlocEx Example Verification Set
GFSNAMobsEx Example Verification Set
gmm2d 2-d Gaussian Mixture Models Verification
gmm2d.default 2-d Gaussian Mixture Models Verification
gmm2d.SpatialVx 2-d Gaussian Mixture Models Verification
griddedVgram Variograms for a Gridded Verification Set

-- H --

hist.OF Optical Flow Verification
hist.SpatialVx Spatial Verification Sets - SpatialVx Object
hiw Spatial Forecast Verification Shape Analysis
hoods2d Neighborhood Verification Statistics for a Gridded Verification Set.
hoods2dPlot Quilt Plot and a Matrix Plot.
hump Simulated Forecast and Verification Fields

-- I --

ICPg240Locs Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
imomenter Image Moments
imomenter.im Image Moments
imomenter.matrix Image Moments
interester Feature Interest

-- L --

locmeasures2d Binary Image Measures
locmeasures2d.default Binary Image Measures
locmeasures2d.SpatialVx Binary Image Measures
locperf Localization Performance Measures
LocSig Temporal Block Bootstrap Keeping Locations in Space Constant

-- M --

mae Create Surrogate Fields
make.SpatialVx Spatial Verification Sets - SpatialVx Object
MCdof Monte Carlo Degrees of Freedom
MergeForce Force Merges in Matched Feature Objects
metrV Binary Location Metric Proposed in Zhu et al. (2011)
metrV.default Binary Location Metric Proposed in Zhu et al. (2011)
metrV.SpatialVx Binary Location Metric Proposed in Zhu et al. (2011)
Mij Raw Image Moments.
MinCvg2dfun Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.
mowaverify2d High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition
mowaverify2d.default High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition
mowaverify2d.SpatialVx High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition
multicon2dfun Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.

-- O --

obs0426 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0513 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0514 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0518 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0519 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0525 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0601 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0603 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0604 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
OF Optical Flow Verification
OF.default Optical Flow Verification
OF.SpatialVx Optical Flow Verification
optflow Optical Flow

-- P --

pert000 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert001 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert002 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert003 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert004 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert005 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert006 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert007 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
plot.clusterer Cluster Analysis Verification
plot.composited Create Composite Features
plot.CSIsamples Forecast Verification with Cluster Analysis: The Variation
plot.EBS Elmore, Baldwin and Schultz Method for Field Significance for Spatial Bias Errors
plot.FeatureAxis Major and Minor Axes of a Feature
plot.FeatureMatchAnalyzer Analyze Features of a Verification Set
plot.features Convolution Threshold Feature Identification
plot.gmm2d 2-d Gaussian Mixture Models Verification
plot.griddedVgram Variograms for a Gridded Verification Set
plot.hiw Spatial Forecast Verification Shape Analysis
plot.hoods2d Neighborhood Verification Statistics for a Gridded Verification Set.
plot.LocSig Temporal Block Bootstrap Keeping Locations in Space Constant
plot.matched Merge and/or Match Identified Features Within Two Fields
plot.OF Optical Flow Verification
plot.pphindcast2d Practically Perfect Hindcast Neighborhood Verification Method
plot.spatbiasFS Field Significance Method of Elmore et al. (2006)
plot.SpatialVx Spatial Verification Sets - SpatialVx Object
plot.spatMLD Test for Equal Predictive Ability on Average Over a Regularly Gridded Space
plot.structurogram Structure Function for Non-Gridded Spatial Fields.
plot.structurogram.matrix Structure Function for Gridded Fields
plot.summary.clusterer Cluster Analysis Verification
plot.summary.CSIsamples Forecast Verification with Cluster Analysis: The Variation
plot.summary.features Convolution Threshold Feature Identification
plot.upscale2d Upscaling Neighborhood Verification on a 2-d Verification Set
plot.waveIS Intensity Scale (IS) Verification
plot.wavePurifyVx Apply Traditional Forecast Verification After Wavelet Denoising
plot.waverify2d High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition
pphindcast2d Practically Perfect Hindcast Neighborhood Verification Method
pragmatic2dfun Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.
predict.gmm2d 2-d Gaussian Mixture Models Verification
print.clusterer Cluster Analysis Verification
print.CSIsamples Forecast Verification with Cluster Analysis: The Variation
print.FeatureMatchAnalyzer Analyze Features of a Verification Set
print.features Convolution Threshold Feature Identification
print.FeatureTable Feature-Based Contingency Table
print.fqi Forecast Quality Index
print.gmm2d 2-d Gaussian Mixture Models Verification
print.hiw Spatial Forecast Verification Shape Analysis
print.hoods2d Neighborhood Verification Statistics for a Gridded Verification Set.
print.imomented Image Moments
print.interester Feature Interest
print.locmeasures2d Binary Image Measures
print.matched Merge and/or Match Identified Features Within Two Fields
print.metrV Binary Location Metric Proposed in Zhu et al. (2011)
print.OF Optical Flow Verification
print.pphindcast2d Practically Perfect Hindcast Neighborhood Verification Method
print.saller Feature-based Analysis of a Field (Image)
print.SpatialVx Spatial Verification Sets - SpatialVx Object
print.upscale2d Upscaling Neighborhood Verification on a 2-d Verification Set
print.waverify2d High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition

-- S --

S1 S1 Score, Anomaly Correlation
S1.default S1 Score, Anomaly Correlation
S1.SpatialVx S1 Score, Anomaly Correlation
saller Feature-based Analysis of a Field (Image)
sig.cor.t Monte Carlo Degrees of Freedom
sig.cor.Z Monte Carlo Degrees of Freedom
Sindex Shape Index
Sindex.default Shape Index
Sindex.SpatialVx Shape Index
spatbiasFS Field Significance Method of Elmore et al. (2006)
SpatialVx Spatial Forecast Verification
spatMLD Test for Equal Predictive Ability on Average Over a Regularly Gridded Space
spatMLD.default Test for Equal Predictive Ability on Average Over a Regularly Gridded Space
spatMLD.SpatialVx Test for Equal Predictive Ability on Average Over a Regularly Gridded Space
sqerrloss Loss functions for the spatial prediction comparison test (SPCT)
structurogram Structure Function for Non-Gridded Spatial Fields.
structurogram.matrix Structure Function for Gridded Fields
summary.clusterer Cluster Analysis Verification
summary.CSIsamples Forecast Verification with Cluster Analysis: The Variation
summary.FeatureAxis Major and Minor Axes of a Feature
summary.FeatureMatchAnalyzer Analyze Features of a Verification Set
summary.features Convolution Threshold Feature Identification
summary.FeatureTable Feature-Based Contingency Table
summary.fqi Forecast Quality Index
summary.gmm2d 2-d Gaussian Mixture Models Verification
summary.hiw Spatial Forecast Verification Shape Analysis
summary.interester Feature Interest
summary.locmeasures2d Binary Image Measures
summary.OF Optical Flow Verification
summary.saller Feature-based Analysis of a Field (Image)
summary.spatbiasFS Field Significance Method of Elmore et al. (2006)
summary.SpatialVx Spatial Verification Sets - SpatialVx Object
summary.spatMLD Test for Equal Predictive Ability on Average Over a Regularly Gridded Space
summary.waveIS Intensity Scale (IS) Verification
summary.wavePurifyVx Apply Traditional Forecast Verification After Wavelet Denoising
surrogater2d Create Surrogate Fields

-- T --

threshfac Convolution Threshold Feature Identification
threshsizer Convolution Threshold Feature Identification

-- U --

UIQI Forecast Quality Index
UKfcst6 Example Precipitation Rate Verification Set (NIMROD)
UKloc Example Precipitation Rate Verification Set (NIMROD)
UKobs6 Example Precipitation Rate Verification Set (NIMROD)
upscale2d Upscaling Neighborhood Verification on a 2-d Verification Set
upscale2dfun Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.
upscale2dPlot Create Several Graphics for List Objects Returned from hoods2d

-- V --

vxstats Some Common Traditional Forecast Verification Statistics.

-- W --

waveIS Intensity Scale (IS) Verification
wavePurifyVx Apply Traditional Forecast Verification After Wavelet Denoising
waverify2d High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition
waverify2d.default High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition
waverify2d.SpatialVx High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition
wrf2caps0425 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0512 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0513 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0517 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0518 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0524 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0531 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0602 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0603 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0425 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0512 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0513 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0517 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0518 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0524 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0531 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0602 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0603 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0425 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0512 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0513 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0517 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0518 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0524 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0531 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0602 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0603 Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets